Automatic ECG Classification Using Continuous Wavelet Transform and Convolutional Neural Network

Automatic ECG Classification Using Continuous Wavelet Transform and Convolutional Neural Network

Early detection of arrhythmia and effective treatment can prevent deaths caused by cardiovascular disease (CVD). In clinical practice, the diagnosis is made by checking the electrocardiogram (ECG) beat-by-beat, but this is usually time-consuming and laborious. In the paper, we propose an automatic E...

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Bibliographic Details
Main Authors: Tao Wang, Changhua Lu, Yining Sun, Mei Yang, Chun Liu, Chunsheng Ou
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Entropy
Subjects:
arrhythmia
continuous wavelet transform
convolutional neural network
deep learning
ECG classification
heartbeat classification
Online Access:https://www.mdpi.com/1099-4300/23/1/119

Internet

https://www.mdpi.com/1099-4300/23/1/119

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